Interactive onboarding for legacy projects. Reads existing code, understands the project, asks 9 questions in 3 groups (cognition / scope / privacy), and writes…
Fast backlog capture. Analyzes a short description, classifies it as bug or idea, and appends it to BACKLOG.md with an auto-incremented ID.
Agent-agnostic PR review skill. Reviews a pull request diff and emits a structured 3-state verdict (APPROVE / REQUEST_CHANGES / UNCERTAIN).
Legacy project documentation automation. Scans all docs, builds/updates docs/INDEX.md, identifies undocumented modules, and generates draft fills for gaps. Works on any project.
Autonomous BACKLOG executor. Runs on a schedule (hourly via cron or GitHub Actions), scans BACKLOG.md for 📋 Todo items, and routes each to the appropriate skill: US-XXX →…
Cross-agent peer review skill. When a task enters a decision phase (planning, high-risk, ambiguous, destructive), triggers a bidirectional negotiation with another AI agent via a…
Nightly code and architecture health scan. Passively triggered by scheduler (cron or GitHub Actions), not invoked by users directly.
Human-triggered product proposal generator. Reads project context (BACKLOG, recent commits, existing skills) and generates 1–3 structured US drafts from a user-facing perspective.
Passive scope-clarification skill. Auto-triggers when roll-build receives vague or under-specified input in Fly mode.
Owner-facing briefing generator. Summarizes what the agent has done since the last brief: completed US/FIX/REFACTOR, in-progress items, BACKLOG queue status, escalations requiring…
Passive intent clarification skill. Automatically activates when user input is vague, rambling, contradictory, or unclear.